Random Forest Nowcast and Forecast

Boosted Trees Nowcast and Forecast

Maxnet Trees Nowcast and Forecast

GAM Nowcast and Forecast

GLM Nowcast and Forecast

Metrics

Metrics by model type
model_type accuracy boyce_cont roc_auc tss_max brier_class
rf 0.9496249 0.9362585 0.9907229 0.9407700 NA
bt 0.7341908 0.8081001 0.7429274 0.4404462 NA
maxnet 0.6430868 0.9232145 0.7839652 0.4829174 NA
gam NA NA NA NA 0.1534671
glm NA NA NA NA 0.1696917

Variable Importance